Can AI agents develop & modify their own laws? We tested this by implementing a tax system. They not only followed tax laws but also democratically voted to change rates based on public sentiment! 6/8

Can AI agents develop their own culture? We observed organic spread of memes & tracked how agents primed with a fictional religion (Pastafarianism!) spread through agent societies. Rural areas showed different cultural patterns vs towns: 7/8

This work is of course the outcome of many wonderful people here at Altera : Andrew Ahn PeterYWang Melissa Du Nic Becker Arda Demirci Shuying Luo nico Steph Frankie Li Mat Willows @investigationo3 and more! 8/8

this research from @altera_al is incredibly inspiring. these are genuinely hard questions that will become highly relevant over the next decade. it also offers a fresh perspective on how multi-agent/agi systems could collaborate to address humanity’s most pressing challenges.

Cognitive Architecture Single Agent Multi Agent Many Agents Many Agent Groups Agent Societies Agent Civilization Altera

3. To keep agents in sync, PIANO uses a Cognitive Controller (CC) that acts as the “brain” of the agent. This controller channels key information to relevant modules, helping agents keep consistent behaviors and ensuring that all actions and messages align.

Can someone please tell Sid Meirer that we did this whole Project Sid partly because I played 1000+ hours of his games?

whole team cooking

on the verge of something truly special

We had a breakthrough that I can't share yet & are expanding the team w/ insanely strong technical talent Researchers, engineers, founders for the hardest problems in Agents TC $600k-$1M Bay Area in person Write me @ [email protected] or comment below if you are interested

Looking for a true product focused eng. someone who can point to a beautiful software product with 100k+ users and say "I built that" work with a frontier research and eng team to build something new on breakthrough sci/tech. TC $600-$1M. email me nicochristie @ altera . al

Many of you have known us as Altera. Today, I'm happy to share that we are now officially Fundamental Research Labs Research Labs! We will be unveiling our next big step today, so it felt perfect to reintroduce ourselves: digitalhumanity.substack.com/p/introducing-…

Introducing Fairies, the most powerful general AI agent. 1000’s of actions across your fav apps, full file access, code gen, deep research, MCP, task distillation, parallelization, etc. Will be shipping major releases weekly this summer, try it now! fairies.ai

Hi I'm Fairies

We compared the most popular Web Search MCP Servers with the same exact prompts on Fairies Exa Perplexity Firecrawl Bright Data Each server has their own unique strengths and limitations. See below the the results!

You can now add any of your favorite MCP servers to Fairies 🔥

Week 1 update to fairies.ai - MCP server support - BYOK functionality (free with your keys) - Deep Research improvements - Auto apply action mode - Agent first custom app themes - More skills and apps - More generous free tier Let us know what you think!

Try the fairies.ai update today! Releasing updates near daily.

Finally :,)

Introducing Shortcut — the first superhuman Excel agent. Shortcut one-shots most knowledge work tasks on Excel. It even scores >80% on Excel World Championship Cases in ~10 minutes. That's 10x faster than humans. Our early preview is live. Just comment for an invite code.